122 citations · 296 across the 12 of their papers we have counts for
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nlin.AO2012★ 16 cited
Efficient and optimal binary Hopfield associative memory storage using minimum probability flow
Christopher Hillar, Jascha Sohl-Dickstein, Kilian Koepsell
We present an algorithm to store binary memories in a Hopfield neural network using minimum probability flow, a recent technique to fit parameters in energy-based probabilistic mod…
nlin.AO2009
Phase coupling estimation from multivariate phase statistics
Charles F. Cadieu, Kilian Koepsell
Coupled oscillators are prevalent throughout the physical world. Dynamical system formulations of weakly coupled oscillator systems have proven effective at capturing the propertie…